...
首页> 外文期刊>Research journal of applied science, engineering and technology >PCB Assembly Process Optimization based on Constraint Model
【24h】

PCB Assembly Process Optimization based on Constraint Model

机译:基于约束模型的PCB组装过程优化

获取原文
   

获取外文期刊封面封底 >>

       

摘要

The structure and assembly process of Chip Shooter (CS) machine are studied. The factors of engineering practice such as the component size and machine structure etc. are considered. The assembly optimization model of Printed Circuit Board (PCB) on CS machine is formulated. A hybrid genetic algorithm (HGA) which combine with Polychromatic Sets (PS) and Genetic Algorithm (GA) is presented. A binary piece-wise coding method is proposed. In the individual chromosome, feeder arrangement and component placement sequence is described simultaneously. Constraint model is used to consider the impact of component size on the assembly speed and the feeder arrangement of CS machine. Meanwhile the constraint model improved the quality of initial population, ensured the effectiveness of GA operation and narrowed the search space of GA obviously. Calculation example indicated that HGA optimize the component sequence and feeder arrangement simultaneously and achieve excellent practicability. The assembly efficiency of CS machine is improved obviously.
机译:研究了芯片射击机(CS)机器的结构和组装过程。考虑了工程实践等因素,例如元件尺寸和机器结构等。配方CS机上印刷电路板(PCB)的装配优化模型。呈现了与多色组(PS)和遗传算法(GA)组合的混合遗传算法(HGA)。提出了二进制碎片编码方法。在个体染色体中,同时描述进料器装置和组分放置序列。约束模型用于考虑部件尺寸对组装速度的影响和CS机的馈线装置。同时,约束模型提高了初始群体的质量,确保了GA操作的有效性并显然缩小了GA的搜索空间。计算示例表明,HGA同时优化组分序列和进料器布置并实现优异的实用性。 CS机器的组装效率明显提高。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号